Somewhat Resilient
Last Update: 8/30/2026
AI Resilience Score for Cooks, Short Order:
45.4%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Low
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
There are a reasonable number of sources for this result, but there is some disagreement between them.
Contributing sources
AI Resilience Report forCooks, Short Order
$35,880 median salary•17,400 annual openings•SOC Code: 35-2015.00
Cooks, Short Order are somewhat less resilient to AI impacts than most occupations, according to our analysis of 7 sources.
Short-order cooking earns a "Somewhat Resilient" label because AI is genuinely changing the job, but not erasing it. Robots like Flippy can handle repetitive tasks such as frying, and AI software is now managing order timing and scheduling, which means some of the more routine parts of this work are shifting away from human hands.
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Short-order cooking earns a "Somewhat Resilient" label because AI is genuinely changing the job, but not erasing it. Robots like Flippy can handle repetitive tasks such as frying, and AI software is now managing order timing and scheduling, which means some of the more routine parts of this work are shifting away from human hands.
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Cooks, Short Order
Updated Quarterly
How is AI changing Cooks, Short Order jobs?
Right now, short-order cooking is being augmented more than replaced — AI is showing up in the kitchen, but mostly to help humans move faster. The clearest example is Miso Robotics' Flippy Fry Station, an AI-powered robot arm that has now surpassed 5 million baskets of fries and other fried foods across live restaurant operations [1], with deployments at White Castle, Jack in the Box, and Wing Zone locations in seven U.S. states [1]. Beyond hardware, AI software is taking over the "brain work" of a short-order line: The Food Institute describes new tools as an AI-driven kitchen manager that prioritizes orders based on complexity so everything for one ticket finishes at the same time [2] — exactly the timing task that short-order cooks juggle every shift.
AI is also handling scheduling, inventory rotation, and hiring paperwork, with the National Restaurant Association noting that modern automation can cut manager hiring and admin work from seven to ten hours a week down to one or two [3].
Sources
How fast is AI adoption growing for Cooks, Short Order?
Adoption is speeding up but is still uneven. On the "fast" side, operators are hungry for relief: a TD Bank survey reported by Nation's Restaurant News found 54% of restaurant leaders cited a shrinking labor pool as their biggest concern, and 40% pointed to labor efficiency, training, and scheduling as the top area where AI could help [4]. Kitchen robot makers say the economics finally work, too — Miso's CEO argues that operators have moved past skepticism about kitchen robotics because they're now seeing tangible ROI [1].
On the "slow" side, diners and small restaurants — where most short-order cooks actually work — run on thin margins and older equipment. QSR Magazine warns that AI layered on top of fragmented systems rarely changes performance, and many restaurants invest in AI while fewer see consistent ROI [5]. Robots also struggle with the human parts of the job: chatting with regulars, calming a stressed server, or improvising when the grill breaks.
So if you're thinking about this career, the smart move is to lean into what machines still can't copy — speed under pressure, hospitality, teamwork, and creativity with a menu — while getting comfortable using the AI tools that are quickly becoming part of the modern kitchen.
Sources
Will AI replace Cooks, Short Order?
Not entirely. We think AI will take over some tasks, but not the whole job.
Short-order cooking scores a 45.4% AI Resilience Score, which means real changes are coming, but the role isn't going away. The clearest sign of what's shifting: AI-powered robot arms are already frying food at commercial scale, and AI software now prioritizes orders by complexity so every item on a ticket finishes at the same time [2]. These tools are genuinely useful, and adoption is picking up, especially among larger chains feeling the pressure of a shrinking labor pool [4].
That said, robots still struggle with the human side of the job: reading a stressed server, improvising when equipment fails, or keeping a fast line moving through sheer teamwork and instinct. And smaller restaurants, where most short-order cooks actually work, run on thin margins and older equipment, which slows adoption considerably [5].
The honest part of the picture is that economic opportunity in this role is limited, and that's worth knowing going in. But if you're drawn to kitchen work, the path forward is to get comfortable with AI tools becoming part of the job while doubling down on speed, hospitality, and creativity. Those are still yours.
Sources
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Latest AI news for Cooks, Short Order
As AI continues to reshape various job markets, its impact on short-order cooks is significant. Articles highlight concerns about potential job losses due to automation, yet they also stress the importance of embracing AI technologies. For instance, Tim Cook emphasizes that ignoring AI could leave workers behind, suggesting that adapting to new tools can enhance efficiency in the kitchen. Moreover, understanding AI's influence on trends can help cooks innovate and stay relevant in an evolving industry, fostering resilience in their career path.
The debate at the Fed about the impact of AI
finance.yahoo.com • 3/1/2026
Federal Reserve governor Lisa Cook said on Feb. 24 that artificial intelligence could have "profound implications for monetary policy.".
Job losses due to AI: US Fed gov Cook has important observation; says unemployment could rise in short-te
timesofindia.indiatimes.com • 2/25/2026
International Business News: Federal Reserve governor Lisa Cook on Tuesday (local time) cautioned that artificial intelligence is beginning...
Fed's Cook says AI triggering big changes, sees possible short-term unemployment rise
www.reuters.com • 2/24/2026
Artificial intelligence has triggered a generational shift in the U.S. labor market and could lead to a possible rise in the unemployment...
Fed's Cook sees risk in gen AI-manipulated financial trading
www.americanbanker.com • 11/20/2025
Key Insight: Federal Reserve Gov. Lisa Cook says emerging risks are arising over how artificial intelligence may influence financial markets...
Not using AI means being left behind, says Apple CEO Tim Cook: How to future-proof your career in the age
timesofindia.indiatimes.com • 8/17/2025
News News: Tim Cook emphasizes the importance of Artificial Intelligence. He says ignoring AI is not an option. Students must graduate with...
More Career Info
Career: Cooks, Short Order
They quickly prepare simple meals like burgers, sandwiches, and breakfast foods in diners or small restaurants, making sure customers get their food fast and fresh.
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Employment & Wage Data
Median Wage
$35,880
Jobs (2025)
138,700
Growth (2025-35)
-5.2%
Annual Openings
17,400
Education
No formal educational credential
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Perform food preparation tasks, such as making sandwiches, carving meats, making soups or salads, baking breads or desserts, and brewing coffee or tea.
2
Grill and garnish hamburgers or other meats, such as steaks and chops.
3
Clean food preparation equipment, work areas, and counters or tables.
4
Take orders from customers and cook foods requiring short preparation times, according to customer requirements.
5
Perform general cleaning activities in kitchen and dining areas.
6
Grill, cook, and fry foods such as french fries, eggs, and pancakes.
7
Complete orders from steam tables, placing food on plates and serving customers at tables or counters.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
